{"id":"W4361191553","doi":"10.32920/22341202.v1","title":"Procedures for claimant asylum within Canada, acceptance and rejection","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Plaintiff; Political science; Law; Law and economics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01279916,0.0005237178,0.0004940465,0.003198095,0.0221485,0.00905538,0.003709307,0.002462664,0.01265108],"category_scores_gemma":[0.03925844,0.0006336189,0.0004985979,0.006211521,0.01445403,0.002399942,0.00473768,0.003753592,0.001501227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07467528,"about_ca_system_score_gemma":0.1830102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770843,"about_ca_topic_score_gemma":0.9837046,"domain_scores_codex":[0.9865791,0.003073019,0.00063565,0.0007961903,0.0057309,0.003185093],"domain_scores_gemma":[0.9851345,0.004704425,0.001103012,0.0008470521,0.006872786,0.001338174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001488078,0.0001173206,0.02175781,0.0004470495,0.00002530378,0.0005560683,0.1148648,0.001007084,0.001063769,0.4581408,0.1750859,0.2267853],"study_design_scores_gemma":[0.00005455023,0.0001100899,0.1710759,0.001389832,0.00006408057,0.0005547508,0.1594343,0.002081364,0.002094105,0.03742913,0.6253089,0.0004029861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2678569,0.02769069,0.03363815,0.09292984,0.0023767,0.002193157,0.005356598,0.0006241974,0.5673338],"genre_scores_gemma":[0.8386138,0.009009521,0.01780433,0.002716295,0.0001479275,0.00056452,0.001119005,0.0002814854,0.1297431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07467528,"threshold_uncertainty_score":0.5418096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121663738871963,"score_gpt":0.3165081505531716,"score_spread":0.2852915131644519,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}